# hyperparameter_mapping.py

# 假设 learning_rate 有以下可能的值
learning_rate_mapping = {
    0: 0.01,
    1: 0.02,
    2: 0.05,
    3: 0.1,
    4: 0.2,
    5: 0.3,
    6: 0.5
}

# 同样地，如果 max_depth 和 n_estimators 也使用索引，需要定义对应的映射
max_depth_mapping = {
    0: 1,
    1: 2,
    2: 3,
    3: 4,
    4: 5,
    5: 6
}

n_estimators_mapping = {
    0: 10,
    1: 25,
    2: 50,
    3: 75,
    4: 100,
    5: 150,
    6: 200
}
